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SelectKBest — scikit-learn 1.5.2 documentation
SelectKBest ( score_func=<function f_classif> , * , k=10 ) [source] #..., chi2 >>> X , y = load_digits ( return_X_y = True ) >>> X . shape...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectKBest.html -
Comparing Linear Bayesian Regressors — scikit-l...
n_informative = 10 , noise = 8 , coef = True , random_state = 42 , )...linthresh = 10e-4 , vmin =- 80 , vmax = 80 ), cbar_kws = { "label"...scikit-learn.org/stable/auto_examples/linear_model/plot_ard.html -
Release Highlights for scikit-learn 0.22 — scik...
y_test = train_test_split ( X , y , random_state = 42 ) svc = SVC...LinearSVC X , y = load_iris ( return_X_y = True ) estimators = [ ( "rf"...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_22_0.html -
plot_discretization_strategies.py
""" ========== Demonstrating the different strategies of KBinsDiscretizer...KBinsDiscretizer ========== This example presents the different...scikit-learn.org/stable/_downloads/43e84df0b93ff974da370e8da900f2ee/plot_discretization_strategie... -
make_column_transformer — scikit-learn 1.5.2 do...
remainder = 'drop' , sparse_threshold = 0.3 , n_jobs = None , verbose...verbose = False , verbose_feature_names_out = True , force_int_remainder_cols...scikit-learn.org/stable/modules/generated/sklearn.compose.make_column_transformer.html -
PartialDependenceDisplay — scikit-learn 1.5.2 d...
n_jobs = None , verbose = 0 , line_kw = None , ice_lines_kw = None...pd_line_kw = None , contour_kw = None , ax = None , kind = 'average'...scikit-learn.org/stable/modules/generated/sklearn.inspection.PartialDependenceDisplay.html -
RegressorMixin — scikit-learn 1.5.2 documentation
>>> estimator = MyEstimator ( param = 0 ) >>> X = np . array ([[...self , * , param = 1 ): ... self . param = param ... def fit...scikit-learn.org/stable/modules/generated/sklearn.base.RegressorMixin.html -
Concentration Prior Type Analysis of Variation ...
s = 5 , marker = "o" , color = colors [ y ], alpha = 0.8 )...width = 0.9 , color = "#56B4E9" , zorder = 3 , align = "center"...scikit-learn.org/stable/auto_examples/mixture/plot_concentration_prior.html -
Statistical comparison of models using grid sea...
hue = y , marker = "o" , s = 25 , edgecolor = "k" , legend...n_splits = 10 , n_repeats = 10 , random_state = 0 ) search = GridSearchCV...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_stats.html -
NearestNeighbors — scikit-learn 1.5.2 documenta...
n_neighbors = 5 , radius = 1.0 , algorithm = 'auto' , leaf_size = 30 ,..., metric = 'minkowski' , p = 2 , metric_params = None , n_jobs...scikit-learn.org/stable/modules/generated/sklearn.neighbors.NearestNeighbors.html